The old house felt hollow, a shell of what it once was. Their grandmother's scent was faint now, a ghost. Samuel, feeling the emptiness, reached to touch a photo on a mantelpiece and accidentally knocked it down.

His sister, Jessica, let out a noise, somewhere between a sigh and a scoff, as she righted the picture. He had always been clumsy, she had always been graceful, and this was just another reminder.

He knew what she was thinking: he was the one who always made a mess. He was the one who couldn't be trusted. Even now, here, he seemed to be making things difficult.

He felt a wave of frustration, a tight knot in his stomach. He didn't want to break anything. He didn't want to make things worse. He wanted to be helpful.

“Maybe we should just… get rid of it all,” he said, his voice barely audible.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217